منابع مشابه
Business Process Mining
One of the most valuable assets of an organization is its organizational data. The analysis and mining of this potential hidden treasure can lead to much added-value for the organization. Process mining is an emerging area that can be useful in helping organizations understand the status quo, check for compliance and plan for improving their processes. The aim of process mining is to extract kn...
متن کاملBusiness Process Mining Success
Process mining has developed into a popular research discipline and nowadays its associated techniques are widely applied in practice. What is currently ill-understood is how the success of a process mining project can be measured and what the antecedent factors of process mining success are. We consider an improved, grounded understanding of these aspects of value to better manage the effectiv...
متن کاملStage-based Business Process Mining
Evidence-based BPM has gained significant momentum in recent years, thanks to the widespread adoption of enterprise systems that store detailed business process execution data in event logs. Techniques for analyzing business processes using event logs are termed “process mining” techniques. Their objective is to aid business analysts in improving business processes by learning knowledge from ma...
متن کاملChallenges in Business Process Mining
Information systems are becoming more and more intertwined with the operational processes in most organizations. As a result, a multitude of events are recorded by today’s information systems. The goal of process mining is to use these event data to extract processrelated information, e.g., to automatically discover a process model by observing events recorded by some enterprise system. This in...
متن کاملBusiness Process Understanding: Mining Many Datasets
Institutional databases can be instrumental in understanding a business process, but additional data may broaden the empirical perspective on the investigated process. We present a few data mining principles by which a business process can be analyzed and the results represented. Sequential and parallel process decomposition can apply in a data driven way, guided by a combination of automated d...
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ژورنال
عنوان ژورنال: Encyclopedia with Semantic Computing and Robotic Intelligence
سال: 2017
ISSN: 2529-7376,2529-7392
DOI: 10.1142/s2425038416300044